{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/weihong/Dropbox/Symbols/replication_file/election_symbols.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}21 Jul 2023, 11:51:48

{com}. do "/var/folders/x4/9zv9ns1j46d3gbqwldcpmz6c0000gn/T//SD02558.000000"
{txt}
{com}. use "symbol"
{txt}
{com}. 
{txt}end of do-file

{com}. do "/var/folders/x4/9zv9ns1j46d3gbqwldcpmz6c0000gn/T//SD02558.000000"
{txt}
{com}. reg log_voteshare  lottery_winner i.strata, vce(cluster constituencynum)

{txt}Linear regression                               Number of obs     = {res}       330
                                                {txt}{help j_robustsingular:F(0, 82) }         =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.7259
                                                {txt}Root MSE          =    {res} .84986

{txt}{ralign 80:(Std. Err. adjusted for {res:83} clusters in constituencynum)}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} .2175279{col 28}{space 2} .1098799{col 39}{space 1}    1.98{col 48}{space 3}0.051{col 56}{space 4}-.0010583{col 69}{space 3} .4361141
{txt}{space 14} {c |}
{space 8}strata {c |}
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{txt}{space 10}116  {c |}{col 16}{res}{space 2}-1.226411{col 28}{space 2} .0183133{col 39}{space 1}  -66.97{col 48}{space 3}0.000{col 56}{space 4}-1.262842{col 69}{space 3} -1.18998
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{space 9}_cons {c |}{col 16}{res}{space 2}-1.908389{col 28}{space 2}   .05494{col 39}{space 1}  -34.74{col 48}{space 3}0.000{col 56}{space 4}-2.017682{col 69}{space 3}-1.799096
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. reg log_voteshare  lottery_winner litrate_winner i.strata, vce(cluster constituencynum)

{txt}Linear regression                               Number of obs     = {res}       256
                                                {txt}{help j_robustsingular:F(1, 69) }         =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.7192
                                                {txt}Root MSE          =    {res} .91694

{txt}{ralign 80:(Std. Err. adjusted for {res:70} clusters in constituencynum)}
{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 16}{c |}{col 28}    Robust
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} .2842536{col 28}{space 2} 1.188423{col 39}{space 1}    0.24{col 48}{space 3}0.812{col 56}{space 4}-2.086586{col 69}{space 3} 2.655093
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{space 8}strata {c |}
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{txt}{space 9}1040  {c |}{col 16}{res}{space 2}-.2258257{col 28}{space 2} .0707605{col 39}{space 1}   -3.19{col 48}{space 3}0.002{col 56}{space 4}-.3669891{col 69}{space 3}-.0846623
{txt}{space 9}1044  {c |}{col 16}{res}{space 2}-1.572355{col 28}{space 2}   .03249{col 39}{space 1}  -48.40{col 48}{space 3}0.000{col 56}{space 4}-1.637171{col 69}{space 3}-1.507539
{txt}{space 9}1059  {c |}{col 16}{res}{space 2} .0723168{col 28}{space 2} .0962613{col 39}{space 1}    0.75{col 48}{space 3}0.455{col 56}{space 4}-.1197192{col 69}{space 3} .2643529
{txt}{space 9}1061  {c |}{col 16}{res}{space 2}-1.434351{col 28}{space 2} .0398978{col 39}{space 1}  -35.95{col 48}{space 3}0.000{col 56}{space 4}-1.513945{col 69}{space 3}-1.354757
{txt}{space 9}1076  {c |}{col 16}{res}{space 2}-3.042441{col 28}{space 2} .0618872{col 39}{space 1}  -49.16{col 48}{space 3}0.000{col 56}{space 4}-3.165903{col 69}{space 3} -2.91898
{txt}{space 9}1080  {c |}{col 16}{res}{space 2}-1.557265{col 28}{space 2} .0456743{col 39}{space 1}  -34.10{col 48}{space 3}0.000{col 56}{space 4}-1.648383{col 69}{space 3}-1.466147
{txt}{space 9}1097  {c |}{col 16}{res}{space 2}-.1744504{col 28}{space 2} .0524201{col 39}{space 1}   -3.33{col 48}{space 3}0.001{col 56}{space 4}-.2790257{col 69}{space 3}-.0698751
{txt}{space 9}1142  {c |}{col 16}{res}{space 2}-1.665009{col 28}{space 2} .0795033{col 39}{space 1}  -20.94{col 48}{space 3}0.000{col 56}{space 4}-1.823614{col 69}{space 3}-1.506404
{txt}{space 9}1156  {c |}{col 16}{res}{space 2} -2.37949{col 28}{space 2} .0676008{col 39}{space 1}  -35.20{col 48}{space 3}0.000{col 56}{space 4} -2.51435{col 69}{space 3} -2.24463
{txt}{space 9}1157  {c |}{col 16}{res}{space 2}-3.618781{col 28}{space 2} .0618872{col 39}{space 1}  -58.47{col 48}{space 3}0.000{col 56}{space 4}-3.742243{col 69}{space 3} -3.49532
{txt}{space 9}1175  {c |}{col 16}{res}{space 2} .5750632{col 28}{space 2} .0478492{col 39}{space 1}   12.02{col 48}{space 3}0.000{col 56}{space 4} .4796067{col 69}{space 3} .6705197
{txt}{space 9}1256  {c |}{col 16}{res}{space 2}-.8493885{col 28}{space 2} .0584172{col 39}{space 1}  -14.54{col 48}{space 3}0.000{col 56}{space 4}-.9659277{col 69}{space 3}-.7328493
{txt}{space 9}1305  {c |}{col 16}{res}{space 2}-.8405152{col 28}{space 2} .0750906{col 39}{space 1}  -11.19{col 48}{space 3}0.000{col 56}{space 4}-.9903169{col 69}{space 3}-.6907135
{txt}{space 9}1312  {c |}{col 16}{res}{space 2}-1.217773{col 28}{space 2} .0583018{col 39}{space 1}  -20.89{col 48}{space 3}0.000{col 56}{space 4}-1.334082{col 69}{space 3}-1.101465
{txt}{space 9}1691  {c |}{col 16}{res}{space 2} .2452261{col 28}{space 2} .0423478{col 39}{space 1}    5.79{col 48}{space 3}0.000{col 56}{space 4} .1607445{col 69}{space 3} .3297077
{txt}{space 9}1718  {c |}{col 16}{res}{space 2}-3.230346{col 28}{space 2} .0623129{col 39}{space 1}  -51.84{col 48}{space 3}0.000{col 56}{space 4}-3.354657{col 69}{space 3}-3.106035
{txt}{space 9}1734  {c |}{col 16}{res}{space 2}-.1271652{col 28}{space 2} .0509738{col 39}{space 1}   -2.49{col 48}{space 3}0.015{col 56}{space 4} -.228855{col 69}{space 3}-.0254753
{txt}{space 9}1763  {c |}{col 16}{res}{space 2}-1.448281{col 28}{space 2} .1013277{col 39}{space 1}  -14.29{col 48}{space 3}0.000{col 56}{space 4}-1.650424{col 69}{space 3}-1.246138
{txt}{space 9}1816  {c |}{col 16}{res}{space 2} .6173643{col 28}{space 2} .0156766{col 39}{space 1}   39.38{col 48}{space 3}0.000{col 56}{space 4} .5860904{col 69}{space 3} .6486382
{txt}{space 9}1817  {c |}{col 16}{res}{space 2}-.6026942{col 28}{space 2} .0329891{col 39}{space 1}  -18.27{col 48}{space 3}0.000{col 56}{space 4}-.6685056{col 69}{space 3}-.5368827
{txt}{space 9}1819  {c |}{col 16}{res}{space 2}-.5953922{col 28}{space 2} .0508051{col 39}{space 1}  -11.72{col 48}{space 3}0.000{col 56}{space 4}-.6967457{col 69}{space 3}-.4940387
{txt}{space 9}1823  {c |}{col 16}{res}{space 2}-.7390165{col 28}{space 2} .0244035{col 39}{space 1}  -30.28{col 48}{space 3}0.000{col 56}{space 4}-.7877003{col 69}{space 3}-.6903328
{txt}{space 9}1824  {c |}{col 16}{res}{space 2} .0357228{col 28}{space 2} .0521892{col 39}{space 1}    0.68{col 48}{space 3}0.496{col 56}{space 4}-.0683918{col 69}{space 3} .1398374
{txt}{space 9}1825  {c |}{col 16}{res}{space 2} .5567385{col 28}{space 2} .0624117{col 39}{space 1}    8.92{col 48}{space 3}0.000{col 56}{space 4} .4322306{col 69}{space 3} .6812465
{txt}{space 9}1827  {c |}{col 16}{res}{space 2} -.075311{col 28}{space 2} .0409182{col 39}{space 1}   -1.84{col 48}{space 3}0.070{col 56}{space 4}-.1569406{col 69}{space 3} .0063186
{txt}{space 9}1829  {c |}{col 16}{res}{space 2}-.3636718{col 28}{space 2} .0746961{col 39}{space 1}   -4.87{col 48}{space 3}0.000{col 56}{space 4}-.5126864{col 69}{space 3}-.2146571
{txt}{space 9}1830  {c |}{col 16}{res}{space 2} .3784328{col 28}{space 2}  .059211{col 39}{space 1}    6.39{col 48}{space 3}0.000{col 56}{space 4}   .26031{col 69}{space 3} .4965555
{txt}{space 9}1884  {c |}{col 16}{res}{space 2}-.8514954{col 28}{space 2} .0296118{col 39}{space 1}  -28.76{col 48}{space 3}0.000{col 56}{space 4}-.9105693{col 69}{space 3}-.7924216
{txt}{space 9}1894  {c |}{col 16}{res}{space 2} .6440019{col 28}{space 2} .1014049{col 39}{space 1}    6.35{col 48}{space 3}0.000{col 56}{space 4} .4417046{col 69}{space 3} .8462992
{txt}{space 9}1895  {c |}{col 16}{res}{space 2} .1160688{col 28}{space 2} .0862851{col 39}{space 1}    1.35{col 48}{space 3}0.183{col 56}{space 4}-.0560653{col 69}{space 3} .2882028
{txt}{space 9}1941  {c |}{col 16}{res}{space 2}-.0092628{col 28}{space 2} .1110031{col 39}{space 1}   -0.08{col 48}{space 3}0.934{col 56}{space 4} -.230708{col 69}{space 3} .2121824
{txt}{space 9}1974  {c |}{col 16}{res}{space 2}-.6027717{col 28}{space 2} .0999382{col 39}{space 1}   -6.03{col 48}{space 3}0.000{col 56}{space 4}-.8021429{col 69}{space 3}-.4034005
{txt}{space 9}2042  {c |}{col 16}{res}{space 2}-.8846076{col 28}{space 2} .1261629{col 39}{space 1}   -7.01{col 48}{space 3}0.000{col 56}{space 4}-1.136296{col 69}{space 3}-.6329194
{txt}{space 9}2053  {c |}{col 16}{res}{space 2}-.7401653{col 28}{space 2} .0736622{col 39}{space 1}  -10.05{col 48}{space 3}0.000{col 56}{space 4}-.8871174{col 69}{space 3}-.5932132
{txt}{space 9}2059  {c |}{col 16}{res}{space 2}-1.869527{col 28}{space 2} .0790055{col 39}{space 1}  -23.66{col 48}{space 3}0.000{col 56}{space 4}-2.027138{col 69}{space 3}-1.711915
{txt}{space 9}2070  {c |}{col 16}{res}{space 2}-.6745495{col 28}{space 2} .0026042{col 39}{space 1} -259.02{col 48}{space 3}0.000{col 56}{space 4}-.6797447{col 69}{space 3}-.6693542
{txt}{space 9}2079  {c |}{col 16}{res}{space 2}-.3743475{col 28}{space 2}   .04074{col 39}{space 1}   -9.19{col 48}{space 3}0.000{col 56}{space 4}-.4556216{col 69}{space 3}-.2930733
{txt}{space 9}2238  {c |}{col 16}{res}{space 2} -2.21808{col 28}{space 2} .0790055{col 39}{space 1}  -28.08{col 48}{space 3}0.000{col 56}{space 4}-2.375692{col 69}{space 3}-2.060469
{txt}{space 9}2251  {c |}{col 16}{res}{space 2}-1.454675{col 28}{space 2} .0409064{col 39}{space 1}  -35.56{col 48}{space 3}0.000{col 56}{space 4}-1.536281{col 69}{space 3}-1.373069
{txt}{space 9}2263  {c |}{col 16}{res}{space 2}  .366656{col 28}{space 2} .0704765{col 39}{space 1}    5.20{col 48}{space 3}0.000{col 56}{space 4} .2260592{col 69}{space 3} .5072529
{txt}{space 14} {c |}
{space 9}_cons {c |}{col 16}{res}{space 2}-1.914869{col 28}{space 2}  .075748{col 39}{space 1}  -25.28{col 48}{space 3}0.000{col 56}{space 4}-2.065982{col 69}{space 3}-1.763756
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. *table 2: constituency features and symbol choices
. reg choice_computer dhs_computer scpop litrate ruralpop genelection byelection female gdp, vce(cluster Dist_code)

{txt}Linear regression                               Number of obs     = {res}     1,357
                                                {txt}F(8, 25)          =  {res}     4.35
                                                {txt}Prob > F          = {res}    0.0022
                                                {txt}R-squared         = {res}    0.0089
                                                {txt}Root MSE          =    {res} .13166

{txt}{ralign 78:(Std. Err. adjusted for {res:26} clusters in Dist_code)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}choice_com~r{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
dhs_computer {c |}{col 14}{res}{space 2} .1760534{col 26}{space 2} .1114871{col 37}{space 1}    1.58{col 46}{space 3}0.127{col 54}{space 4}-.0535586{col 67}{space 3} .4056654
{txt}{space 7}scpop {c |}{col 14}{res}{space 2} .0008267{col 26}{space 2} .0005165{col 37}{space 1}    1.60{col 46}{space 3}0.122{col 54}{space 4}-.0002371{col 67}{space 3} .0018904
{txt}{space 5}litrate {c |}{col 14}{res}{space 2}-.3442472{col 26}{space 2}  .089661{col 37}{space 1}   -3.84{col 46}{space 3}0.001{col 54}{space 4}-.5289075{col 67}{space 3} -.159587
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}-.0008156{col 26}{space 2} .0002575{col 37}{space 1}   -3.17{col 46}{space 3}0.004{col 54}{space 4}-.0013459{col 67}{space 3}-.0002854
{txt}{space 1}genelection {c |}{col 14}{res}{space 2}-.0184341{col 26}{space 2} .0050239{col 37}{space 1}   -3.67{col 46}{space 3}0.001{col 54}{space 4} -.028781{col 67}{space 3}-.0080872
{txt}{space 2}byelection {c |}{col 14}{res}{space 2} .0125131{col 26}{space 2} .0215456{col 37}{space 1}    0.58{col 46}{space 3}0.567{col 54}{space 4}-.0318609{col 67}{space 3} .0568872
{txt}{space 6}female {c |}{col 14}{res}{space 2}-.0031409{col 26}{space 2} .0143875{col 37}{space 1}   -0.22{col 46}{space 3}0.829{col 54}{space 4}-.0327726{col 67}{space 3} .0264907
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 6.51e-08{col 26}{space 2} 2.56e-07{col 37}{space 1}    0.25{col 46}{space 3}0.802{col 54}{space 4}-4.62e-07{col 67}{space 3} 5.93e-07
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2928783{col 26}{space 2} .0739226{col 37}{space 1}    3.96{col 46}{space 3}0.001{col 54}{space 4} .1406319{col 67}{space 3} .4451247
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. reg choice_pressurecooker dhs_pressurecooker scpop litrate ruralpop genelection byelection female gdp, vce(cluster Dist_code)

{txt}Linear regression                               Number of obs     = {res}     1,357
                                                {txt}F(8, 25)          =  {res}     9.19
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1198
                                                {txt}Root MSE          =    {res} .17732

{txt}{ralign 84:(Std. Err. adjusted for {res:26} clusters in Dist_code)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}choice_pressurec~r{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
dhs_pressurecooker {c |}{col 20}{res}{space 2} .1524209{col 32}{space 2}  .128676{col 43}{space 1}    1.18{col 52}{space 3}0.247{col 60}{space 4}-.1125924{col 73}{space 3} .4174341
{txt}{space 13}scpop {c |}{col 20}{res}{space 2}-.0010585{col 32}{space 2} .0016265{col 43}{space 1}   -0.65{col 52}{space 3}0.521{col 60}{space 4}-.0044084{col 73}{space 3} .0022914
{txt}{space 11}litrate {c |}{col 20}{res}{space 2} .3543678{col 32}{space 2} .3831663{col 43}{space 1}    0.92{col 52}{space 3}0.364{col 60}{space 4} -.434778{col 73}{space 3} 1.143514
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}  .001009{col 32}{space 2} .0008377{col 43}{space 1}    1.20{col 52}{space 3}0.240{col 60}{space 4}-.0007163{col 73}{space 3} .0027342
{txt}{space 7}genelection {c |}{col 20}{res}{space 2} .1256922{col 32}{space 2}  .050816{col 43}{space 1}    2.47{col 52}{space 3}0.021{col 60}{space 4} .0210347{col 73}{space 3} .2303496
{txt}{space 8}byelection {c |}{col 20}{res}{space 2} .1965551{col 32}{space 2} .0627498{col 43}{space 1}    3.13{col 52}{space 3}0.004{col 60}{space 4} .0673195{col 73}{space 3} .3257907
{txt}{space 12}female {c |}{col 20}{res}{space 2} .0139747{col 32}{space 2} .0350828{col 43}{space 1}    0.40{col 52}{space 3}0.694{col 60}{space 4}-.0582796{col 73}{space 3}  .086229
{txt}{space 15}gdp {c |}{col 20}{res}{space 2}-1.38e-06{col 32}{space 2} 1.47e-06{col 43}{space 1}   -0.94{col 52}{space 3}0.357{col 60}{space 4}-4.40e-06{col 73}{space 3} 1.64e-06
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} -.335582{col 32}{space 2} .3200374{col 43}{space 1}   -1.05{col 52}{space 3}0.304{col 60}{space 4}-.9947113{col 73}{space 3} .3235473
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. reg choice_aircon dhs_aircon scpop litrate ruralpop genelection byelection female gdp, vce(cluster Dist_code)

{txt}Linear regression                               Number of obs     = {res}     1,357
                                                {txt}F(8, 25)          =  {res}     2.12
                                                {txt}Prob > F          = {res}    0.0722
                                                {txt}R-squared         = {res}    0.0138
                                                {txt}Root MSE          =    {res} .09328

{txt}{ralign 78:(Std. Err. adjusted for {res:26} clusters in Dist_code)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}choice_air~n{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}dhs_aircon {c |}{col 14}{res}{space 2} .3830706{col 26}{space 2} .1869453{col 37}{space 1}    2.05{col 46}{space 3}0.051{col 54}{space 4}-.0019505{col 67}{space 3} .7680917
{txt}{space 7}scpop {c |}{col 14}{res}{space 2}-.0007473{col 26}{space 2} .0006058{col 37}{space 1}   -1.23{col 46}{space 3}0.229{col 54}{space 4} -.001995{col 67}{space 3} .0005003
{txt}{space 5}litrate {c |}{col 14}{res}{space 2}-.1446805{col 26}{space 2} .0631111{col 37}{space 1}   -2.29{col 46}{space 3}0.031{col 54}{space 4}-.2746602{col 67}{space 3}-.0147008
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}  .000109{col 26}{space 2} .0002186{col 37}{space 1}    0.50{col 46}{space 3}0.622{col 54}{space 4}-.0003412{col 67}{space 3} .0005593
{txt}{space 1}genelection {c |}{col 14}{res}{space 2} .0006541{col 26}{space 2}  .012089{col 37}{space 1}    0.05{col 46}{space 3}0.957{col 54}{space 4}-.0242436{col 67}{space 3} .0255518
{txt}{space 2}byelection {c |}{col 14}{res}{space 2}-.0037097{col 26}{space 2} .0086241{col 37}{space 1}   -0.43{col 46}{space 3}0.671{col 54}{space 4}-.0214713{col 67}{space 3} .0140519
{txt}{space 6}female {c |}{col 14}{res}{space 2}-.0109695{col 26}{space 2} .0041563{col 37}{space 1}   -2.64{col 46}{space 3}0.014{col 54}{space 4}-.0195297{col 67}{space 3}-.0024094
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 1.70e-07{col 26}{space 2} 2.21e-07{col 37}{space 1}    0.77{col 46}{space 3}0.448{col 54}{space 4}-2.85e-07{col 67}{space 3} 6.25e-07
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0997141{col 26}{space 2} .0557994{col 37}{space 1}    1.79{col 46}{space 3}0.086{col 54}{space 4}-.0152068{col 67}{space 3} .2146351
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. reg choice_gascyl dhs_lpg scpop litrate ruralpop genelection byelection female gdp, vce(cluster Dist_code)

{txt}Linear regression                               Number of obs     = {res}     1,357
                                                {txt}F(8, 25)          =  {res}     3.83
                                                {txt}Prob > F          = {res}    0.0046
                                                {txt}R-squared         = {res}    0.0172
                                                {txt}Root MSE          =    {res} .19444

{txt}{ralign 78:(Std. Err. adjusted for {res:26} clusters in Dist_code)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}choice_gas~l{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}dhs_lpg {c |}{col 14}{res}{space 2}  .024795{col 26}{space 2} .0818744{col 37}{space 1}    0.30{col 46}{space 3}0.765{col 54}{space 4}-.1438284{col 67}{space 3} .1934185
{txt}{space 7}scpop {c |}{col 14}{res}{space 2}-.0000457{col 26}{space 2} .0007545{col 37}{space 1}   -0.06{col 46}{space 3}0.952{col 54}{space 4}-.0015995{col 67}{space 3} .0015082
{txt}{space 5}litrate {c |}{col 14}{res}{space 2} -.498043{col 26}{space 2} .1762112{col 37}{space 1}   -2.83{col 46}{space 3}0.009{col 54}{space 4}-.8609567{col 67}{space 3}-.1351292
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}-.0004889{col 26}{space 2} .0004137{col 37}{space 1}   -1.18{col 46}{space 3}0.248{col 54}{space 4} -.001341{col 67}{space 3} .0003632
{txt}{space 1}genelection {c |}{col 14}{res}{space 2} .0254186{col 26}{space 2} .0224409{col 37}{space 1}    1.13{col 46}{space 3}0.268{col 54}{space 4}-.0207991{col 67}{space 3} .0716364
{txt}{space 2}byelection {c |}{col 14}{res}{space 2}-.0369178{col 26}{space 2} .0125892{col 37}{space 1}   -2.93{col 46}{space 3}0.007{col 54}{space 4}-.0628457{col 67}{space 3}-.0109899
{txt}{space 6}female {c |}{col 14}{res}{space 2} .0276474{col 26}{space 2} .0326415{col 37}{space 1}    0.85{col 46}{space 3}0.405{col 54}{space 4} -.039579{col 67}{space 3} .0948738
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 7.97e-07{col 26}{space 2} 6.04e-07{col 37}{space 1}    1.32{col 46}{space 3}0.199{col 54}{space 4}-4.46e-07{col 67}{space 3} 2.04e-06
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3983258{col 26}{space 2} .1595078{col 37}{space 1}    2.50{col 46}{space 3}0.019{col 54}{space 4} .0698133{col 67}{space 3} .7268383
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. *joint estimations
. drop if Dist_code==.
{txt}(1,100 observations deleted)

{com}. est clear 
{txt}
{com}. 
. reg choice_computer dhs_computer scpop litrate ruralpop genelection byelection female gdp

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     1,357
{txt}{hline 13}{c +}{hline 34}   F(8, 1348)      = {res}     1.51
{txt}       Model {c |} {res} .208869086         8  .026108636   {txt}Prob > F        ={res}    0.1502
{txt}    Residual {c |} {res} 23.3666652     1,348  .017334321   {txt}R-squared       ={res}    0.0089
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0030
{txt}       Total {c |} {res} 23.5755343     1,356  .017386087   {txt}Root MSE        =   {res} .13166

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}choice_com~r{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
dhs_computer {c |}{col 14}{res}{space 2} .1760534{col 26}{space 2} .1328456{col 37}{space 1}    1.33{col 46}{space 3}0.185{col 54}{space 4}-.0845533{col 67}{space 3}   .43666
{txt}{space 7}scpop {c |}{col 14}{res}{space 2} .0008267{col 26}{space 2} .0007975{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0007378{col 67}{space 3} .0023911
{txt}{space 5}litrate {c |}{col 14}{res}{space 2}-.3442472{col 26}{space 2} .1152577{col 37}{space 1}   -2.99{col 46}{space 3}0.003{col 54}{space 4}-.5703511{col 67}{space 3}-.1181434
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}-.0008156{col 26}{space 2} .0003655{col 37}{space 1}   -2.23{col 46}{space 3}0.026{col 54}{space 4}-.0015327{col 67}{space 3}-.0000986
{txt}{space 1}genelection {c |}{col 14}{res}{space 2}-.0184341{col 26}{space 2} .0144554{col 37}{space 1}   -1.28{col 46}{space 3}0.202{col 54}{space 4}-.0467916{col 67}{space 3} .0099235
{txt}{space 2}byelection {c |}{col 14}{res}{space 2} .0125131{col 26}{space 2} .0120214{col 37}{space 1}    1.04{col 46}{space 3}0.298{col 54}{space 4}-.0110696{col 67}{space 3} .0360959
{txt}{space 6}female {c |}{col 14}{res}{space 2}-.0031409{col 26}{space 2} .0171789{col 37}{space 1}   -0.18{col 46}{space 3}0.855{col 54}{space 4}-.0368413{col 67}{space 3} .0305594
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 6.51e-08{col 26}{space 2} 3.73e-07{col 37}{space 1}    0.17{col 46}{space 3}0.862{col 54}{space 4}-6.67e-07{col 67}{space 3} 7.97e-07
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2928783{col 26}{space 2} .0973092{col 37}{space 1}    3.01{col 46}{space 3}0.003{col 54}{space 4} .1019845{col 67}{space 3} .4837722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est sto m11
{txt}
{com}. reg choice_pressurecooker dhs_pressurecooker scpop litrate ruralpop genelection byelection female gdp

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     1,357
{txt}{hline 13}{c +}{hline 34}   F(8, 1348)      = {res}    22.94
{txt}       Model {c |} {res} 5.77107279         8  .721384099   {txt}Prob > F        ={res}    0.0000
{txt}    Residual {c |} {res}  42.386628     1,348  .031444086   {txt}R-squared       ={res}    0.1198
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.1146
{txt}       Total {c |} {res} 48.1577008     1,356  .035514529   {txt}Root MSE        =   {res} .17732

{txt}{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}choice_pressurec~r{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
dhs_pressurecooker {c |}{col 20}{res}{space 2} .1524209{col 32}{space 2} .0610298{col 43}{space 1}    2.50{col 52}{space 3}0.013{col 60}{space 4} .0326971{col 73}{space 3} .2721446
{txt}{space 13}scpop {c |}{col 20}{res}{space 2}-.0010585{col 32}{space 2} .0011178{col 43}{space 1}   -0.95{col 52}{space 3}0.344{col 60}{space 4}-.0032513{col 73}{space 3} .0011342
{txt}{space 11}litrate {c |}{col 20}{res}{space 2} .3543678{col 32}{space 2} .1862295{col 43}{space 1}    1.90{col 52}{space 3}0.057{col 60}{space 4}-.0109633{col 73}{space 3} .7196988
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}  .001009{col 32}{space 2}  .000535{col 43}{space 1}    1.89{col 52}{space 3}0.060{col 60}{space 4}-.0000406{col 73}{space 3} .0020585
{txt}{space 7}genelection {c |}{col 20}{res}{space 2} .1256922{col 32}{space 2} .0194628{col 43}{space 1}    6.46{col 52}{space 3}0.000{col 60}{space 4} .0875116{col 73}{space 3} .1638728
{txt}{space 8}byelection {c |}{col 20}{res}{space 2} .1965551{col 32}{space 2} .0160108{col 43}{space 1}   12.28{col 52}{space 3}0.000{col 60}{space 4} .1651463{col 73}{space 3} .2279639
{txt}{space 12}female {c |}{col 20}{res}{space 2} .0139747{col 32}{space 2} .0230735{col 43}{space 1}    0.61{col 52}{space 3}0.545{col 60}{space 4}-.0312892{col 73}{space 3} .0592387
{txt}{space 15}gdp {c |}{col 20}{res}{space 2}-1.38e-06{col 32}{space 2} 6.31e-07{col 43}{space 1}   -2.18{col 52}{space 3}0.029{col 60}{space 4}-2.62e-06{col 73}{space 3}-1.40e-07
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} -.335582{col 32}{space 2} .1708326{col 43}{space 1}   -1.96{col 52}{space 3}0.050{col 60}{space 4}-.6707086{col 73}{space 3}-.0004554
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est sto m12
{txt}
{com}. reg choice_aircon dhs_aircon scpop litrate ruralpop genelection byelection female gdp

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     1,357
{txt}{hline 13}{c +}{hline 34}   F(8, 1348)      = {res}     2.35
{txt}       Model {c |} {res} .163644637         8   .02045558   {txt}Prob > F        ={res}    0.0164
{txt}    Residual {c |} {res} 11.7302389     1,348  .008701958   {txt}R-squared       ={res}    0.0138
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0079
{txt}       Total {c |} {res} 11.8938836     1,356  .008771301   {txt}Root MSE        =   {res} .09328

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}choice_air~n{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}dhs_aircon {c |}{col 14}{res}{space 2} .3830706{col 26}{space 2} .1052036{col 37}{space 1}    3.64{col 46}{space 3}0.000{col 54}{space 4} .1766901{col 67}{space 3} .5894511
{txt}{space 7}scpop {c |}{col 14}{res}{space 2}-.0007473{col 26}{space 2} .0006464{col 37}{space 1}   -1.16{col 46}{space 3}0.248{col 54}{space 4}-.0020154{col 67}{space 3} .0005208
{txt}{space 5}litrate {c |}{col 14}{res}{space 2}-.1446805{col 26}{space 2}  .075506{col 37}{space 1}   -1.92{col 46}{space 3}0.056{col 54}{space 4}-.2928025{col 67}{space 3} .0034415
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}  .000109{col 26}{space 2} .0002542{col 37}{space 1}    0.43{col 46}{space 3}0.668{col 54}{space 4}-.0003896{col 67}{space 3} .0006076
{txt}{space 1}genelection {c |}{col 14}{res}{space 2} .0006541{col 26}{space 2} .0102473{col 37}{space 1}    0.06{col 46}{space 3}0.949{col 54}{space 4}-.0194483{col 67}{space 3} .0207565
{txt}{space 2}byelection {c |}{col 14}{res}{space 2}-.0037097{col 26}{space 2}  .008407{col 37}{space 1}   -0.44{col 46}{space 3}0.659{col 54}{space 4}-.0202018{col 67}{space 3} .0127825
{txt}{space 6}female {c |}{col 14}{res}{space 2}-.0109695{col 26}{space 2} .0121438{col 37}{space 1}   -0.90{col 46}{space 3}0.367{col 54}{space 4}-.0347923{col 67}{space 3} .0128533
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 1.70e-07{col 26}{space 2} 2.47e-07{col 37}{space 1}    0.69{col 46}{space 3}0.491{col 54}{space 4}-3.15e-07{col 67}{space 3} 6.56e-07
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0997141{col 26}{space 2} .0654606{col 37}{space 1}    1.52{col 46}{space 3}0.128{col 54}{space 4}-.0287015{col 67}{space 3} .2281298
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est sto m13
{txt}
{com}. reg choice_gascyl dhs_lpg scpop litrate ruralpop genelection byelection female gdp

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     1,357
{txt}{hline 13}{c +}{hline 34}   F(8, 1348)      = {res}     2.94
{txt}       Model {c |} {res} .889542038         8  .111192755   {txt}Prob > F        ={res}    0.0029
{txt}    Residual {c |} {res} 50.9616002     1,348  .037805341   {txt}R-squared       ={res}    0.0172
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0113
{txt}       Total {c |} {res} 51.8511422     1,356  .038238305   {txt}Root MSE        =   {res} .19444

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}choice_gas~l{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}dhs_lpg {c |}{col 14}{res}{space 2}  .024795{col 26}{space 2} .0711909{col 37}{space 1}    0.35{col 46}{space 3}0.728{col 54}{space 4}-.1148619{col 67}{space 3}  .164452
{txt}{space 7}scpop {c |}{col 14}{res}{space 2}-.0000457{col 26}{space 2} .0012228{col 37}{space 1}   -0.04{col 46}{space 3}0.970{col 54}{space 4}-.0024444{col 67}{space 3} .0023531
{txt}{space 5}litrate {c |}{col 14}{res}{space 2} -.498043{col 26}{space 2} .2013591{col 37}{space 1}   -2.47{col 46}{space 3}0.014{col 54}{space 4}-.8930541{col 67}{space 3}-.1030318
{txt}{space 4}ruralpop {c |}{col 14}{res}{space 2}-.0004889{col 26}{space 2} .0005859{col 37}{space 1}   -0.83{col 46}{space 3}0.404{col 54}{space 4}-.0016383{col 67}{space 3} .0006605
{txt}{space 1}genelection {c |}{col 14}{res}{space 2} .0254186{col 26}{space 2} .0213405{col 37}{space 1}    1.19{col 46}{space 3}0.234{col 54}{space 4}-.0164455{col 67}{space 3} .0672828
{txt}{space 2}byelection {c |}{col 14}{res}{space 2}-.0369178{col 26}{space 2} .0175128{col 37}{space 1}   -2.11{col 46}{space 3}0.035{col 54}{space 4}-.0712731{col 67}{space 3}-.0025625
{txt}{space 6}female {c |}{col 14}{res}{space 2} .0276474{col 26}{space 2} .0253154{col 37}{space 1}    1.09{col 46}{space 3}0.275{col 54}{space 4}-.0220145{col 67}{space 3} .0773093
{txt}{space 9}gdp {c |}{col 14}{res}{space 2} 7.97e-07{col 26}{space 2} 6.39e-07{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4}-4.57e-07{col 67}{space 3} 2.05e-06
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3983258{col 26}{space 2} .1901069{col 37}{space 1}    2.10{col 46}{space 3}0.036{col 54}{space 4} .0253883{col 67}{space 3} .7712632
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. est sto m14
{txt}
{com}. 
. suest m11 m12 m13 m14 , vce(cluster Dist_code)
{res}
{txt}Simultaneous results for {stata estimates replay m11:m11}, {stata estimates replay m12:m12}, {stata estimates replay m13:m13}, {stata estimates replay m14:m14}

{col 49}Number of obs{col 67}= {res}     1,357

{txt}{ralign 84:(Std. Err. adjusted for {res:26} clusters in Dist_code)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      z{col 52}   P>|z|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m11_mean           {txt}{c |}
{space 6}dhs_computer {c |}{col 20}{res}{space 2} .1760534{col 32}{space 2} .1111578{col 43}{space 1}    1.58{col 52}{space 3}0.113{col 60}{space 4}-.0418118{col 73}{space 3} .3939186
{txt}{space 13}scpop {c |}{col 20}{res}{space 2} .0008267{col 32}{space 2}  .000515{col 43}{space 1}    1.61{col 52}{space 3}0.108{col 60}{space 4}-.0001827{col 73}{space 3}  .001836
{txt}{space 11}litrate {c |}{col 20}{res}{space 2}-.3442472{col 32}{space 2} .0893961{col 43}{space 1}   -3.85{col 52}{space 3}0.000{col 60}{space 4}-.5194604{col 73}{space 3}-.1690341
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}-.0008156{col 32}{space 2} .0002567{col 43}{space 1}   -3.18{col 52}{space 3}0.001{col 60}{space 4}-.0013188{col 73}{space 3}-.0003125
{txt}{space 7}genelection {c |}{col 20}{res}{space 2}-.0184341{col 32}{space 2}  .005009{col 43}{space 1}   -3.68{col 52}{space 3}0.000{col 60}{space 4}-.0282516{col 73}{space 3}-.0086165
{txt}{space 8}byelection {c |}{col 20}{res}{space 2} .0125131{col 32}{space 2}  .021482{col 43}{space 1}    0.58{col 52}{space 3}0.560{col 60}{space 4}-.0295907{col 73}{space 3}  .054617
{txt}{space 12}female {c |}{col 20}{res}{space 2}-.0031409{col 32}{space 2}  .014345{col 43}{space 1}   -0.22{col 52}{space 3}0.827{col 60}{space 4}-.0312567{col 73}{space 3} .0249748
{txt}{space 15}gdp {c |}{col 20}{res}{space 2} 6.51e-08{col 32}{space 2} 2.55e-07{col 43}{space 1}    0.25{col 52}{space 3}0.799{col 60}{space 4}-4.35e-07{col 73}{space 3} 5.66e-07
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} .2928783{col 32}{space 2} .0737042{col 43}{space 1}    3.97{col 52}{space 3}0.000{col 60}{space 4} .1484208{col 73}{space 3} .4373359
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m11_lnvar          {txt}{c |}
{space 13}_cons {c |}{col 20}{res}{space 2}-4.055067{col 32}{space 2} .2175493{col 43}{space 1}  -18.64{col 52}{space 3}0.000{col 60}{space 4}-4.481456{col 73}{space 3}-3.628678
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m12_mean           {txt}{c |}
dhs_pressurecooker {c |}{col 20}{res}{space 2} .1524209{col 32}{space 2} .1282959{col 43}{space 1}    1.19{col 52}{space 3}0.235{col 60}{space 4}-.0990345{col 73}{space 3} .4038762
{txt}{space 13}scpop {c |}{col 20}{res}{space 2}-.0010585{col 32}{space 2} .0016217{col 43}{space 1}   -0.65{col 52}{space 3}0.514{col 60}{space 4} -.004237{col 73}{space 3}   .00212
{txt}{space 11}litrate {c |}{col 20}{res}{space 2} .3543678{col 32}{space 2} .3820343{col 43}{space 1}    0.93{col 52}{space 3}0.354{col 60}{space 4}-.3944058{col 73}{space 3} 1.103141
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}  .001009{col 32}{space 2} .0008352{col 43}{space 1}    1.21{col 52}{space 3}0.227{col 60}{space 4} -.000628{col 73}{space 3}  .002646
{txt}{space 7}genelection {c |}{col 20}{res}{space 2} .1256922{col 32}{space 2} .0506658{col 43}{space 1}    2.48{col 52}{space 3}0.013{col 60}{space 4}  .026389{col 73}{space 3} .2249954
{txt}{space 8}byelection {c |}{col 20}{res}{space 2} .1965551{col 32}{space 2} .0625644{col 43}{space 1}    3.14{col 52}{space 3}0.002{col 60}{space 4} .0739311{col 73}{space 3} .3191791
{txt}{space 12}female {c |}{col 20}{res}{space 2} .0139747{col 32}{space 2} .0349791{col 43}{space 1}    0.40{col 52}{space 3}0.690{col 60}{space 4}-.0545831{col 73}{space 3} .0825326
{txt}{space 15}gdp {c |}{col 20}{res}{space 2}-1.38e-06{col 32}{space 2} 1.46e-06{col 43}{space 1}   -0.94{col 52}{space 3}0.346{col 60}{space 4}-4.25e-06{col 73}{space 3} 1.49e-06
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} -.335582{col 32}{space 2} .3190919{col 43}{space 1}   -1.05{col 52}{space 3}0.293{col 60}{space 4}-.9609907{col 73}{space 3} .2898267
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m12_lnvar          {txt}{c |}
{space 13}_cons {c |}{col 20}{res}{space 2}-3.459544{col 32}{space 2} .1932988{col 43}{space 1}  -17.90{col 52}{space 3}0.000{col 60}{space 4}-3.838403{col 73}{space 3}-3.080686
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m13_mean           {txt}{c |}
{space 8}dhs_aircon {c |}{col 20}{res}{space 2} .3830706{col 32}{space 2} .1863931{col 43}{space 1}    2.06{col 52}{space 3}0.040{col 60}{space 4} .0177469{col 73}{space 3} .7483943
{txt}{space 13}scpop {c |}{col 20}{res}{space 2}-.0007473{col 32}{space 2}  .000604{col 43}{space 1}   -1.24{col 52}{space 3}0.216{col 60}{space 4}-.0019311{col 73}{space 3} .0004365
{txt}{space 11}litrate {c |}{col 20}{res}{space 2}-.1446805{col 32}{space 2} .0629246{col 43}{space 1}   -2.30{col 52}{space 3}0.021{col 60}{space 4}-.2680105{col 73}{space 3}-.0213505
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}  .000109{col 32}{space 2}  .000218{col 43}{space 1}    0.50{col 52}{space 3}0.617{col 60}{space 4}-.0003182{col 73}{space 3} .0005362
{txt}{space 7}genelection {c |}{col 20}{res}{space 2} .0006541{col 32}{space 2} .0120532{col 43}{space 1}    0.05{col 52}{space 3}0.957{col 60}{space 4}-.0229698{col 73}{space 3}  .024278
{txt}{space 8}byelection {c |}{col 20}{res}{space 2}-.0037097{col 32}{space 2} .0085986{col 43}{space 1}   -0.43{col 52}{space 3}0.666{col 60}{space 4}-.0205626{col 73}{space 3} .0131433
{txt}{space 12}female {c |}{col 20}{res}{space 2}-.0109695{col 32}{space 2} .0041441{col 43}{space 1}   -2.65{col 52}{space 3}0.008{col 60}{space 4}-.0190917{col 73}{space 3}-.0028473
{txt}{space 15}gdp {c |}{col 20}{res}{space 2} 1.70e-07{col 32}{space 2} 2.20e-07{col 43}{space 1}    0.77{col 52}{space 3}0.440{col 60}{space 4}-2.61e-07{col 73}{space 3} 6.02e-07
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} .0997141{col 32}{space 2} .0556345{col 43}{space 1}    1.79{col 52}{space 3}0.073{col 60}{space 4}-.0093275{col 73}{space 3} .2087558
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m13_lnvar          {txt}{c |}
{space 13}_cons {c |}{col 20}{res}{space 2}-4.744207{col 32}{space 2} .3191876{col 43}{space 1}  -14.86{col 52}{space 3}0.000{col 60}{space 4}-5.369804{col 73}{space 3}-4.118611
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m14_mean           {txt}{c |}
{space 11}dhs_lpg {c |}{col 20}{res}{space 2}  .024795{col 32}{space 2} .0816325{col 43}{space 1}    0.30{col 52}{space 3}0.761{col 60}{space 4}-.1352017{col 73}{space 3} .1847918
{txt}{space 13}scpop {c |}{col 20}{res}{space 2}-.0000457{col 32}{space 2} .0007522{col 43}{space 1}   -0.06{col 52}{space 3}0.952{col 60}{space 4}  -.00152{col 73}{space 3} .0014287
{txt}{space 11}litrate {c |}{col 20}{res}{space 2} -.498043{col 32}{space 2} .1756906{col 43}{space 1}   -2.83{col 52}{space 3}0.005{col 60}{space 4}-.8423903{col 73}{space 3}-.1536956
{txt}{space 10}ruralpop {c |}{col 20}{res}{space 2}-.0004889{col 32}{space 2} .0004125{col 43}{space 1}   -1.19{col 52}{space 3}0.236{col 60}{space 4}-.0012974{col 73}{space 3} .0003196
{txt}{space 7}genelection {c |}{col 20}{res}{space 2} .0254186{col 32}{space 2} .0223746{col 43}{space 1}    1.14{col 52}{space 3}0.256{col 60}{space 4}-.0184347{col 73}{space 3}  .069272
{txt}{space 8}byelection {c |}{col 20}{res}{space 2}-.0369178{col 32}{space 2}  .012552{col 43}{space 1}   -2.94{col 52}{space 3}0.003{col 60}{space 4}-.0615192{col 73}{space 3}-.0123163
{txt}{space 12}female {c |}{col 20}{res}{space 2} .0276474{col 32}{space 2} .0325451{col 43}{space 1}    0.85{col 52}{space 3}0.396{col 60}{space 4}-.0361398{col 73}{space 3} .0914346
{txt}{space 15}gdp {c |}{col 20}{res}{space 2} 7.97e-07{col 32}{space 2} 6.02e-07{col 43}{space 1}    1.32{col 52}{space 3}0.186{col 60}{space 4}-3.83e-07{col 73}{space 3} 1.98e-06
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} .3983258{col 32}{space 2} .1590366{col 43}{space 1}    2.50{col 52}{space 3}0.012{col 60}{space 4} .0866198{col 73}{space 3} .7100318
{txt}{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}m14_lnvar          {txt}{c |}
{space 13}_cons {c |}{col 20}{res}{space 2}-3.275305{col 32}{space 2} .2181365{col 43}{space 1}  -15.01{col 52}{space 3}0.000{col 60}{space 4}-3.702845{col 73}{space 3}-2.847765
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. test (dhs_lpg=0)  (dhs_aircon=0)   (dhs_pressurecooker=0)   (dhs_computer=0) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}[m14_mean]dhs_lpg = 0{p_end}
{p 0 7}{space 1}{text:( 2)}{space 1} [m13_mean]dhs_aircon = 0{p_end}
{p 0 7}{space 1}{text:( 3)}{space 1} [m12_mean]dhs_pressurecooker = 0{p_end}
{p 0 7}{space 1}{text:( 4)}{space 1} [m11_mean]dhs_computer = 0{p_end}

{txt}{col 12}chi2(  4) ={res}   11.29
{txt}{col 10}Prob > chi2 =  {res}  0.0235
{txt}
{com}. 
{txt}end of do-file

{com}. do "/var/folders/x4/9zv9ns1j46d3gbqwldcpmz6c0000gn/T//SD02558.000000"
{txt}
{com}. graph bar freq_1  if id_first!=. & freq_1>20 , over(first_choice, sort(1) label(angle(45) labsize(small))) ///
>  ytitle ("Number of first choices")
{res}{txt}
{com}. 
{txt}end of do-file

{com}. do "/var/folders/x4/9zv9ns1j46d3gbqwldcpmz6c0000gn/T//SD02558.000000"
{txt}
{com}. est clear
{txt}
{com}. reg log_voteshare lottery_winner if first_choice=="Auto-Rickshaw"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        25
{txt}{hline 13}{c +}{hline 34}   F(1, 23)        = {res}     0.26
{txt}       Model {c |} {res} .187978939         1  .187978939   {txt}Prob > F        ={res}    0.6163
{txt}    Residual {c |} {res} 16.7552396        23  .728488679   {txt}R-squared       ={res}    0.0111
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}   -0.0319
{txt}       Total {c |} {res} 16.9432186        24   .70596744   {txt}Root MSE        =   {res} .85352

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} .1806522{col 28}{space 2} .3556315{col 39}{space 1}    0.51{col 48}{space 3}0.616{col 56}{space 4}-.5550275{col 69}{space 3} .9163319
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-2.365848{col 28}{space 2} .2133789{col 39}{space 1}  -11.09{col 48}{space 3}0.000{col 56}{space 4}-2.807256{col 69}{space 3} -1.92444
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M1
{txt}
{com}. 
. reg log_voteshare lottery_winner if first_choice=="Diamond"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        13
{txt}{hline 13}{c +}{hline 34}   F(1, 11)        = {res}     3.90
{txt}       Model {c |} {res} 9.09293015         1  9.09293015   {txt}Prob > F        ={res}    0.0738
{txt}    Residual {c |} {res} 25.6270365        11  2.32973059   {txt}R-squared       ={res}    0.2619
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.1948
{txt}       Total {c |} {res} 34.7199666        12  2.89333055   {txt}Root MSE        =   {res} 1.5263

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2}  1.71907{col 28}{space 2} .8701508{col 39}{space 1}    1.98{col 48}{space 3}0.074{col 56}{space 4}-.1961188{col 69}{space 3} 3.634259
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-3.682293{col 28}{space 2} .5396446{col 39}{space 1}   -6.82{col 48}{space 3}0.000{col 56}{space 4}-4.870043{col 69}{space 3}-2.494543
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M2
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Pressurecooker"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        30
{txt}{hline 13}{c +}{hline 34}   F(1, 28)        = {res}     1.78
{txt}       Model {c |} {res} 1.09188943         1  1.09188943   {txt}Prob > F        ={res}    0.1934
{txt}    Residual {c |} {res} 17.2161671        28  .614863112   {txt}R-squared       ={res}    0.0596
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0261
{txt}       Total {c |} {res} 18.3080566        29  .631312295   {txt}Root MSE        =   {res} .78413

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} .4510628{col 28}{space 2}  .338483{col 39}{space 1}    1.33{col 48}{space 3}0.193{col 56}{space 4}-.2422883{col 69}{space 3} 1.144414
{txt}{space 9}_cons {c |}{col 16}{res}{space 2} -2.27465{col 28}{space 2} .1635028{col 39}{space 1}  -13.91{col 48}{space 3}0.000{col 56}{space 4}-2.609571{col 69}{space 3} -1.93973
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M3
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Coconutfarm"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        21
{txt}{hline 13}{c +}{hline 34}   F(1, 19)        = {res}     1.92
{txt}       Model {c |} {res} 5.99451367         1  5.99451367   {txt}Prob > F        ={res}    0.1816
{txt}    Residual {c |} {res} 59.2275721        19  3.11724064   {txt}R-squared       ={res}    0.0919
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0441
{txt}       Total {c |} {res} 65.2220858        20  3.26110429   {txt}Root MSE        =   {res} 1.7656

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} 1.133375{col 28}{space 2} .8173005{col 39}{space 1}    1.39{col 48}{space 3}0.182{col 56}{space 4}-.5772548{col 69}{space 3} 2.844005
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-3.061451{col 28}{space 2} .4718687{col 39}{space 1}   -6.49{col 48}{space 3}0.000{col 56}{space 4}-4.049083{col 69}{space 3}-2.073818
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M4
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Electricpole"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        22
{txt}{hline 13}{c +}{hline 34}   F(1, 20)        = {res}     3.06
{txt}       Model {c |} {res} 6.14741655         1  6.14741655   {txt}Prob > F        ={res}    0.0956
{txt}    Residual {c |} {res} 40.1917609        20  2.00958804   {txt}R-squared       ={res}    0.1327
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0893
{txt}       Total {c |} {res} 46.3391774        21   2.2066275   {txt}Root MSE        =   {res} 1.4176

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2} 1.186922{col 28}{space 2}  .678624{col 39}{space 1}    1.75{col 48}{space 3}0.096{col 56}{space 4}-.2286633{col 69}{space 3} 2.602507
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-4.210718{col 28}{space 2} .3543998{col 39}{space 1}  -11.88{col 48}{space 3}0.000{col 56}{space 4}-4.949983{col 69}{space 3}-3.471453
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M5
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Bat"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}         8
{txt}{hline 13}{c +}{hline 34}   F(1, 6)         = {res}     0.25
{txt}       Model {c |} {res} .430546343         1  .430546343   {txt}Prob > F        ={res}    0.6365
{txt}    Residual {c |} {res} 10.4317932         6   1.7386322   {txt}R-squared       ={res}    0.0396
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}   -0.1204
{txt}       Total {c |} {res} 10.8623395         7  1.55176279   {txt}Root MSE        =   {res} 1.3186

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2}-.4639754{col 28}{space 2} .9323712{col 39}{space 1}   -0.50{col 48}{space 3}0.636{col 56}{space 4}-2.745406{col 69}{space 3} 1.817455
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-2.580531{col 28}{space 2}  .659286{col 39}{space 1}   -3.91{col 48}{space 3}0.008{col 56}{space 4}-4.193746{col 69}{space 3}-.9673166
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M6
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Television"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}         7
{txt}{hline 13}{c +}{hline 34}   F(1, 5)         = {res}     1.34
{txt}       Model {c |} {res} .614676129         1  .614676129   {txt}Prob > F        ={res}    0.2997
{txt}    Residual {c |} {res} 2.29722572         5  .459445144   {txt}R-squared       ={res}    0.2111
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0533
{txt}       Total {c |} {res} 2.91190185         6  .485316975   {txt}Root MSE        =   {res} .67782

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2}-.5987997{col 28}{space 2} .5176965{col 39}{space 1}   -1.16{col 48}{space 3}0.300{col 56}{space 4}-1.929581{col 69}{space 3} .7319815
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-2.664721{col 28}{space 2} .3389119{col 39}{space 1}   -7.86{col 48}{space 3}0.001{col 56}{space 4}-3.535922{col 69}{space 3}-1.793521
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M7
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Hat"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}        10
{txt}{hline 13}{c +}{hline 34}   F(1, 8)         = {res}     1.37
{txt}       Model {c |} {res} 3.10220562         1  3.10220562   {txt}Prob > F        ={res}    0.2749
{txt}    Residual {c |} {res} 18.0657625         8  2.25822031   {txt}R-squared       ={res}    0.1466
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0399
{txt}       Total {c |} {res} 21.1679681         9  2.35199646   {txt}Root MSE        =   {res} 1.5027

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2}-1.136919{col 28}{space 2}  .970013{col 39}{space 1}   -1.17{col 48}{space 3}0.275{col 56}{space 4}-3.373773{col 69}{space 3} 1.099935
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-3.089429{col 28}{space 2} .6134901{col 39}{space 1}   -5.04{col 48}{space 3}0.001{col 56}{space 4} -4.50414{col 69}{space 3}-1.674718
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M8
{txt}
{com}. 
. reg log_voteshare  lottery_winner if first_choice=="Cauliflower"

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}         9
{txt}{hline 13}{c +}{hline 34}   F(1, 7)         = {res}     0.00
{txt}       Model {c |} {res} .000016299         1  .000016299   {txt}Prob > F        ={res}    0.9981
{txt}    Residual {c |} {res} 18.6712702         7  2.66732431   {txt}R-squared       ={res}    0.0000
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}   -0.1429
{txt}       Total {c |} {res} 18.6712865         8  2.33391081   {txt}Root MSE        =   {res} 1.6332

{txt}{hline 15}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1} log_voteshare{col 16}{c |}      Coef.{col 28}   Std. Err.{col 40}      t{col 48}   P>|t|{col 56}     [95% Con{col 69}f. Interval]
{hline 15}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lottery_winner {c |}{col 16}{res}{space 2}-.0027082{col 28}{space 2}  1.09558{col 39}{space 1}   -0.00{col 48}{space 3}0.998{col 56}{space 4}-2.593344{col 69}{space 3} 2.587927
{txt}{space 9}_cons {c |}{col 16}{res}{space 2}-3.591157{col 28}{space 2} .7303868{col 39}{space 1}   -4.92{col 48}{space 3}0.002{col 56}{space 4}-5.318247{col 69}{space 3}-1.864067
{txt}{hline 15}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo M9
{txt}
{com}. 
. 
. 
. coefplot M1 M2 M3 M4 M5 M6 M7 M8 M9,  drop(_cons) vertical scheme(white_tableau) ///
> legend(off) level(90) ///
> swapnames  aseq  coeflabels(M1 = "Auto-Rickshaw (137)" M2 = "Diamond (119)" M3 = "Pressure Cooker (100)" M4= "Coconut Farm (87)" M5 = "Electric Pole (76)" M6= "Bat (62)" M7 = "Television (60)" M8="Hat (58)" M9="Cauliflower(28)") ///
> ytitle("Log(vote share)")
{res}{txt}
{com}. 
{txt}end of do-file

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/weihong/Dropbox/Symbols/replication_file/election_symbols.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}21 Jul 2023, 11:52:42
{txt}{.-}
{smcl}
{txt}{sf}{ul off}